conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NeurIPS 2022 CausalNLP Tutorial: An Introduction to Causality for Natural Language Processing EMNLP 2022 Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors CLeaR 2022 CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training NAACL 2022 CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning CVPR 2022 CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model EMNLP 2022 CEIA-NLP at CASE 2022 Task 1: Protest News Detection for Portuguese EMNLP 2022 CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations NeurIPS 2022 Certifiably Robust Variational Autoencoders AISTATS 2022 CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022 CHAAI@SMM4H’22: RoBERTa, GPT-2 and Sampling - An interesting concoction COLING 2022 Chain of Thought Imitation with Procedure Cloning NeurIPS 2022 Challenges in including extra-linguistic context in pre-trained language models ACL 2022 CharacterGAN: Few-Shot Keypoint Character Animation and Reposing WACV 2022 Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022 ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from Brothels in India AAAI 2022 CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022 CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022 CISLR: Corpus for Indian Sign Language Recognition EMNLP 2022 CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022 CITRIS: Causal Identifiability from Temporal Intervened Sequences ICML 2022 CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022 Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification Interspeech 2022 Class-Incremental Learning With Strong Pre-Trained Models CVPR 2022 Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract) AAAI 2022